ArticleMolecular autism2016
The effect of gender on the neuroanatomy of children with autism spectrum disorders: a support vector machine case-control study.
Article in Molecular autism, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers, 6 of them syntheses that pooled it.
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Who cites it
53 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Evaluation of Risk of Bias in Neuroimaging-Based Artificial Intelligence Models for Psychiatric Diagnosis: A Systematic Review.JAMA network open · 2023Pooled it
- A meta-analytic investigation of grey matter differences in anorexia nervosa and autism spectrum disorder.European eating disorders review : the journal of the Eating Disorders Association · 2022Pooled it
- Sex/gender differences in the human autistic brains: A systematic review of 20 years of neuroimaging research.NeuroImage. Clinical · 2021Pooled it
- Brain-based sex differences in autism spectrum disorder across the lifespan: A systematic review of structural MRI, fMRI, and DTI findings.NeuroImage. Clinical · 2021Pooled it
- Comparative meta-analyses of brain structural and functional abnormalities during cognitive control in attention-deficit/hyperactivity disorder and autism spectrum disorder.Psychological medicine · 2020Pooled it
- Selection bias on intellectual ability in autism research: a cross-sectional review and meta-analysis.Molecular autism · 2019Pooled it
- Brain Cortical Volume and Thickness Abnormalities in Autism Spectrum Disorder Aged 2-4 Years: a Structural MRI Comparative Study.Journal of autism and developmental disorders · 2026Article
- Brain morphological changes in autism spectrum disorder related to multiple behavioral spectrums: a behavioral-causal structural covariance network analysis.European archives of psychiatry and clinical neuroscience · 2026Article
- Processing of emotional faces has unique functional and cytoarchitectural associations in those with an autism spectrum diagnosis.Journal of neurodevelopmental disorders · 2026Article
- Processing of Emotional Faces Has Unique Functional and Cytoarchitectural Associations in those with an Autism Spectrum Diagnosis.bioRxiv : the preprint server for biology · 2025Article
- White matter correlates of language ability in chinese boys with autism spectrum disorder: a diffusional kurtosis imaging study.European journal of pediatrics · 2025Article
- Employing machine learning for early detection of poly-victimization in rural children: a survey study in China's Chaoshan region.BMC public health · 2025Article
- Leveraging TabTransformer Deep Learning on Conventional MRI Radiomics for Accessible and Interpretable Diagnosis of Autism Spectrum Disorder.Neuropsychiatric disease and treatment · 2025Article
- Sex differences in brain functional specialization and interhemispheric cooperation among children with autism spectrum disorders.Scientific reports · 2024Article
- Glial cells are affected more than interneurons by the loss of Engrailed 2 gene in the mouse cerebellum.Journal of anatomy · 2024Article
- Cortico-basal ganglia white matter microstructure is linked to restricted repetitive behavior in autism spectrum disorder.Molecular autism · 2024Article
- Whole-brain gray matter maturation trajectories associated with autistic traits from adolescence to early adulthood.Brain structure & function · 2024Article
- Editorial: New insights into neurodevelopmental biology and autistic spectrum disorders.Frontiers in neuroscience · 2024Article
- 3D CNN for neuropsychiatry: Predicting Autism with interpretable Deep Learning applied to minimally preprocessed structural MRI data.PloS one · 2024Article
- Application of Multimodal MRI in the Early Diagnosis of Autism Spectrum Disorders: A Review.Diagnostics (Basel, Switzerland) · 2023Review
Corrections and comments
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Authors and funding
10 authors.
Funding
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Abstract
backgroundGenetic, hormonal, and environmental factors contribute since infancy to sexual dimorphism in regional brain structures of subjects with typical development. However, the neuroanatomical differences between male and female children with autism spectrum disorders (ASD) are an intriguing and still poorly investigated issue. This study aims to evaluate whether the brain of young children with ASD exhibits sex-related structural differences and if a correlation exists between clinical ASD features and neuroanatomical underpinnings.
methodsA total of 152 structural MRI scans were analysed. Specifically, 76 young children with ASD (38 males and 38 females; 2-7 years of age; mean = 53 months, standard deviation = 17 months) were evaluated employing a support vector machine (SVM)-based analysis of the grey matter (GM). Group comparisons consisted of 76 age-, gender- and non-verbal-intelligence quotient-matched children with typical development or idiopathic developmental delay without autism.
resultsFor both genders combined, SVM showed a significantly increased GM volume in young children with ASD with respect to control subjects, predominantly in the bilateral superior frontal gyrus (Brodmann area -BA- 10), bilateral precuneus (BA 31), bilateral superior temporal gyrus (BA 20/22), whereas less GM in patients with ASD was found in right inferior temporal gyrus (BA 37). For the within gender comparisons (i.e., females with ASD vs. controls and males with ASD vs. controls), two overlapping regions in bilateral precuneus (BA 31) and left superior frontal gyrus (BA 9/10) were detected. Sex-by-group analyses revealed in males with ASD compared to matched controls two male-specific regions of increased GM volume (left middle occipital gyrus-BA 19-and right superior temporal gyrus-BA 22). Comparisons in females with and without ASD demonstrated increased GM volumes predominantly in the bilateral frontal regions. Additional regions of significantly increased GM volume in the right anterior cingulate cortex (BA 32) and right cerebellum were typical only of females with ASD.
conclusionsDespite the specific behavioural correlates of sex-dimorphism in ASD, brain morphology as yet remains unclear and requires future dedicated investigations. This study provides evidence of structural brain gender differences in young children with ASD that possibly contribute to the different phenotypic disease manifestations in males and females.
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